models Package

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Classes

AlignPolicy	AlignPolicy.
AnomalyDetectorError	Error information returned by the API.
AnomalyInterpretation	AnomalyInterpretation.
AnomalyState	AnomalyState. All required parameters must be populated in order to send to Azure.
AnomalyValue	AnomalyValue. All required parameters must be populated in order to send to Azure.
ChangePointDetectRequest	The request of change point detection. All required parameters must be populated in order to send to Azure.
ChangePointDetectResponse	The response of change point detection. Variables are only populated by the server, and will be ignored when sending a request.
CorrelationChanges	CorrelationChanges.
DetectRequest	The request of entire or last anomaly detection. All required parameters must be populated in order to send to Azure.
DetectionRequest	Detection request. All required parameters must be populated in order to send to Azure.
DetectionResult	Response of the given resultId. All required parameters must be populated in order to send to Azure.
DetectionResultSummary	DetectionResultSummary. All required parameters must be populated in order to send to Azure.
DiagnosticsInfo	DiagnosticsInfo.
EntireDetectResponse	The response of entire anomaly detection. All required parameters must be populated in order to send to Azure.
ErrorResponse	ErrorResponse. All required parameters must be populated in order to send to Azure.
LastDetectResponse	The response of last anomaly detection. All required parameters must be populated in order to send to Azure.
LastDetectionRequest	LastDetectionRequest. All required parameters must be populated in order to send to Azure.
LastDetectionResult	LastDetectionResult.
Model	Response of getting a model. All required parameters must be populated in order to send to Azure.
ModelInfo	Train result of a model including status, errors and diagnose info for model and variables. Variables are only populated by the server, and will be ignored when sending a request. All required parameters must be populated in order to send to Azure.
ModelList	Response of listing models. All required parameters must be populated in order to send to Azure.
ModelSnapshot	ModelSnapshot. Variables are only populated by the server, and will be ignored when sending a request. All required parameters must be populated in order to send to Azure.
ModelState	ModelState.
TimeSeriesPoint	The definition of input timeseries points. All required parameters must be populated in order to send to Azure.
VariableState	VariableState.
VariableValues	VariableValues. All required parameters must be populated in order to send to Azure.

Enums

AlignMode	An optional field, indicating how we align different variables to the same time-range. Either Inner or Outer.
AnomalyDetectorErrorCodes	The error code.
DetectionStatus	Status of detection results. One of CREATED, RUNNING, READY, and FAILED.
FillNAMethod	An optional field, indicating how missing values will be filled. One of Previous, Subsequent, Linear, Zero, Fixed, and NotFill. Cannot be set to NotFill, when the alignMode is Outer.
ImputeMode	Define the impute method, can be one of auto, previous, linear, fixed, zero, notFill.
ModelStatus	Model training status.
TimeGranularity	Optional argument, can be one of yearly, monthly, weekly, daily, hourly, minutely, secondly, microsecond or none. If granularity is not present, it will be none by default. If granularity is none, the timestamp property in time series point can be absent.